marian
mmaction2
| marian | mmaction2 | |
|---|---|---|
| 3 | 5 | |
| 1,170 | 3,902 | |
| 1.5% | 2.0% | |
| 0.0 | 7.2 | |
| 8 months ago | 24 days ago | |
| C++ | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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marian
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[P] A CLI tool for easy transformer sequence classifier training and inference
As a reference, I forked https://github.com/marian-nmt/marian privately to support sequence tagging tasks. With a positional loss mask, It can also support sequence classificaiton.
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Hello I’m looking for an app or website to translate accurately from English to Welsh
It's powered by the same underlying engine as Bing translate but with specific enhancements for Welsh language by the Bangor uni language tech experts. https://marian-nmt.github.io/
- [D] Deep Learning Framework for C++.
mmaction2
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How good does contextual action recognition get?
Mmaction2: https://github.com/open-mmlab/mmaction2 Has some examples.
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMAction2: OpenMMLab's next-generation action understanding toolbox and benchmark.
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[D] Deep Learning Framework for C++.
I agree with you for most of the time this can work but there are some models that have certain layers that are not supported by ONNX. An example would be Spatiotemporal models in mmaction2 from open-mmlab.
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Textbook or blogs for video understanding
No book or blog, but a great framework: https://github.com/open-mmlab/mmaction2
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Applications of Deep Neural Networks [pdf]
shameless ad: try mmaction2, where every result is reproducible https://github.com/open-mmlab/mmaction2 . Modelzoo: https://mmaction2.readthedocs.io/en/latest/modelzoo.html
What are some alternatives?
flashlight - A C++ standalone library for machine learning
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
mdspan - Reference implementation of mdspan targeting C++23
compare_gan - Compare GAN code.
marian-dev - Fast Neural Machine Translation in C++ - development repository
mmflow - OpenMMLab optical flow toolbox and benchmark
deepdetect - Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
temporal-shift-module - [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
ArrayFire - ArrayFire: a general purpose GPU library.
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark